Alternatives and similar repositories for AMDA:

Users that are interested in AMDA are comparing it to the libraries listed below

• zhangjunzhao-00 / DANN-Bearing-fault-diagnosis
  Transfer learning
  ☆49Updated 3 years ago
• zhanghuanwang1 / UDTL_multi_domain
  Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))
  ☆48Updated 3 years ago
• qinenergy / syn2real
  Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis
  ☆38Updated 2 years ago
• hectorLop / Conditional-Adversarial-Domain-Generalization-with-Single-Discriminator
  Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…
  ☆33Updated 3 years ago
• anshulkulhari7 / Bearing-Fault-Diagnosis-using-Transfer-Learning
  ☆24Updated 3 years ago
• Fabian0597 / MMD_PHMS
  Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning
  ☆32Updated 2 years ago
• xiaoleimiao / UDTL_Lable_Inconsistent
  ☆21Updated 2 years ago
• 123EastGod / Novel-joint-transfer-network
  ☆22Updated last year
• ShaneSpace / DGFDBenchmark
  This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis
  ☆68Updated last year
• kashyaprakshith / Domain_Adaptation_Bosch_Rexroth
  This is an implementation of “Domain Adaptation for Fault Diagnosis on CWRU Dataset"
  ☆13Updated 3 years ago
• Polimi-YuYue / MSIFT
  Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data
  ☆43Updated 9 months ago
• MASTER111363 / Cross-domain-bearing-fault-diagnosis-on-CWRU-dataset
  ☆45Updated 2 years ago
• liguge / MDPS_pytorch
  A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)
  ☆34Updated 2 years ago
• liguge / DLWCB
  基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)
  ☆50Updated last year
• fyancy / SSMN
  The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.
  ☆54Updated 3 years ago
• liguge / Maximum-mean-square-discrepancy
  Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis
  ☆26Updated last year
• ShaneSpace / MyResearchWorksPublic
  ☆51Updated last year
• phoenixdyf / Theory-guided-Progressive-Transfer-Learning-Network
  Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer
  ☆38Updated 2 years ago
• zhiqan / AMPCNN
  A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism
  ☆33Updated last year
• lkurakht / CatGAN-bearing-faults
  Implementation of categorical generative adversarial networks for unsupervised bearing fault diagnostics
  ☆54Updated 2 years ago
• CHAOZHAO-1 / Dual-adversarial-network-for-cross-domain-open-set-fault-diagnosis
  [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis
  ☆17Updated 9 months ago
• liguge / GTFENet_pytorch
  GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis
  ☆30Updated last year
• zhiqan / MIXCNN
  A fault diagnosis method for rotating machinery based on CNN with mixed information
  ☆38Updated last year
• Schuck9 / CoDats-For-Fault-diagnosis
  A transfer learning model CoDats applied to fault diagnosis problem
  ☆15Updated 3 years ago
• 123EastGod / Efficient-Transfer-Fault-Diagnosis--from-Steady-Speeds-to-Time-varying-Speeds
  ☆18Updated 2 years ago
• liguge / EWSNet
  Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…
  ☆64Updated 8 months ago
• 123EastGod / ILoFGAN-for-fault-diagnosis
  ☆20Updated 2 years ago
• 123EastGod / MACGAN-for-fault-diagnosis
  ☆31Updated 2 years ago
• PHM-Code / MWA-CNN
  The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis
  ☆39Updated 2 years ago
• liguge / Capsule-network-for-fault-diagnosis
  Capsule network for fault diagnosis （胶囊网络用于故障诊断）
  ☆30Updated last year